A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback Tool
In this post-digital age, writing assessment has been markedly influenced by advancements in artificial intelligence (AI), emphasizing the role of automated formative feedback in supporting second language (L2) writing. This study investigates how Norwegian teachers use an AI-driven automated feedba...
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MDPI AG
2025-07-01
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| Series: | Education Sciences |
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| Online Access: | https://www.mdpi.com/2227-7102/15/7/910 |
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| author | Meerita Kunna Segaran Synnøve Heggedal Moltudal |
| author_facet | Meerita Kunna Segaran Synnøve Heggedal Moltudal |
| author_sort | Meerita Kunna Segaran |
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| description | In this post-digital age, writing assessment has been markedly influenced by advancements in artificial intelligence (AI), emphasizing the role of automated formative feedback in supporting second language (L2) writing. This study investigates how Norwegian teachers use an AI-driven automated feedback tool, the Essay Assessment Technology (EAT), in process writing for the first time. Framed by the second and third-order barriers framework, we looked at teachers’ beliefs and the design level changes that they made in their teaching. Data were collected in Autumn 2022, during the testing of EAT’s first prototype. Teachers were first introduced to EAT in a workshop. A total of 3 English as a second language teachers from different schools were informants in this study. Teachers then used EAT in the classroom with their 9th-grade students (13 years old). Through individual teacher interviews, this descriptive qualitative study explores teachers’ perceptions, user experiences, and pedagogical decisions when incorporating EAT into their practices. The findings indicate that teachers’ beliefs about technology and its role in student learning, as well as their views on students’ responsibilities in task completion, significantly influence their instructional choices. Additionally, teachers not only adopt AI-driven tools but are also able to reflect and solve complex teaching and learning activities in the classroom, which demonstrates that these teachers have applied design thinking processes in integrating technology in their teaching. Based on the results in this study, we suggest the need for targeted professional development to support effective technology integration. |
| format | Article |
| id | doaj-art-cb998a553bbc475aa7e4e143850ee9ff |
| institution | Kabale University |
| issn | 2227-7102 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Education Sciences |
| spelling | doaj-art-cb998a553bbc475aa7e4e143850ee9ff2025-08-20T03:32:12ZengMDPI AGEducation Sciences2227-71022025-07-0115791010.3390/educsci15070910A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback ToolMeerita Kunna Segaran0Synnøve Heggedal Moltudal1Department of Educational Sciences, Faculty of Humanities, Sports and Educational Science, University of South-Eastern Norway, 3679 Drammen, NorwayDepartment of Teacher Education and Humanities, Faculty of Pedagogy, Volda University College, 6103 Volda, NorwayIn this post-digital age, writing assessment has been markedly influenced by advancements in artificial intelligence (AI), emphasizing the role of automated formative feedback in supporting second language (L2) writing. This study investigates how Norwegian teachers use an AI-driven automated feedback tool, the Essay Assessment Technology (EAT), in process writing for the first time. Framed by the second and third-order barriers framework, we looked at teachers’ beliefs and the design level changes that they made in their teaching. Data were collected in Autumn 2022, during the testing of EAT’s first prototype. Teachers were first introduced to EAT in a workshop. A total of 3 English as a second language teachers from different schools were informants in this study. Teachers then used EAT in the classroom with their 9th-grade students (13 years old). Through individual teacher interviews, this descriptive qualitative study explores teachers’ perceptions, user experiences, and pedagogical decisions when incorporating EAT into their practices. The findings indicate that teachers’ beliefs about technology and its role in student learning, as well as their views on students’ responsibilities in task completion, significantly influence their instructional choices. Additionally, teachers not only adopt AI-driven tools but are also able to reflect and solve complex teaching and learning activities in the classroom, which demonstrates that these teachers have applied design thinking processes in integrating technology in their teaching. Based on the results in this study, we suggest the need for targeted professional development to support effective technology integration.https://www.mdpi.com/2227-7102/15/7/910automated feedbackbarrierschallengesdesign thinkinglower secondary teachersteachers’ belief |
| spellingShingle | Meerita Kunna Segaran Synnøve Heggedal Moltudal A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback Tool Education Sciences automated feedback barriers challenges design thinking lower secondary teachers teachers’ belief |
| title | A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback Tool |
| title_full | A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback Tool |
| title_fullStr | A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback Tool |
| title_full_unstemmed | A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback Tool |
| title_short | A Qualitative Descriptive Study of Teachers’ Beliefs and Their Design Thinking Practices in Integrating an AI-Based Automated Feedback Tool |
| title_sort | qualitative descriptive study of teachers beliefs and their design thinking practices in integrating an ai based automated feedback tool |
| topic | automated feedback barriers challenges design thinking lower secondary teachers teachers’ belief |
| url | https://www.mdpi.com/2227-7102/15/7/910 |
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